Record, CLM, bronze and silver
CLM-408517
Received 2026-03-10T10:18:45Z, line 71,465 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | 4/1/1961 | 1961-04-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-08518-76 | UHC-08518-76 | Unchanged |
| SSN | •••-••-2081 | •••-••-2081 | Unchanged |
| Phone | (671) 959-7345 | 6719597345 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-1690 | GRP-1690 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- larry|spencer
- Address key
- —
- Canonical first
- larry
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-111228 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-111229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-111227 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22518 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408516 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018714
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Spencer, 1961-04-01, 6 records, Verified
Evidence
Matched against ENR-111228
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically99f581c2c12026-10-22 12:43:54, matching_agentidentity id MBR-018714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111228
- Record linked automatically58cf97c5a72026-10-19 19:54:38, matching_agentidentity id MBR-018714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111228
- Record linked automaticallye7a4fd06082026-10-19 19:52:09, matching_agentidentity id MBR-018714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111228
- Record linked automatically3701b6bf542026-10-19 19:45:42, matching_agentidentity id MBR-018714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111228
- Record linked automatically9b365674852026-10-19 19:32:31, matching_agentidentity id MBR-018714, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111228
- Record linked automatically55282127ef2026-10-19 19:31:28, scoring_agentidentity id MBR-000010, confidence 1, method probabilistic, matched record CLM-408513, policy version 1